FAIR: Flow type-aware pre-training of compiler intermediate representations

• Main Authors: NIU, Changan, LI, Chuanyi, NG, Vincent, LO, David, LUO, Bin
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2024
• Subjects: Software Engineering
• Online Access: https://ink.library.smu.edu.sg/sis_research/9265
• Institution: Singapore Management University

While the majority of existing pre-trained models from code learn source code features such as code tokens and abstract syntax trees, there are some other works that focus on learning from compiler intermediate representations (IRs). Existing IR-based models typically utilize IR features such as ins...